Research
Publications
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- Date
- Title
- How Well Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?
- Authors
- Sohee Yang, Nora Kassner, Elena Gribovskaya, Sebastian Riedel, Mor Geva
- Venue
- arXiv
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- Date
- Title
- AI can help humans find common ground in democratic deliberation
- Authors
- Michael Henry Tessler†, Michiel A Bakker†, Daniel Jarrett, Hannah Sheahan*, Martin Chadwick, Raphael Koster, Georgina Evans, Lucy Campbell-Gillingham, Teddy Collins*, David C Parkes*, Matthew Botvinick, Christopher Summerfield*
- Venue
- Science
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- Date
- Title
- Prompting Considered Harmful
- Authors
- Meredith Ringel Morris
- Venue
- Communications of the ACM
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- Date
- Title
- Predicting from Strings: Language Model Embeddings for Bayesian Optimization
- Authors
- Tung Nguyen, Qiuyi Zhang, Bangding Yang, Chansoo Lee, Jorg Bornschein, Yingjie Miao, Sagi Perel, Yutian Chen, Xingyou Song
- Venue
- arXiv
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- Date
- Title
- Diffusion model predictive control
- Authors
- Stannis Zhou, Siva Swaminathan, Rajkumar Vasudeva Raju, Swaroop Guntupalli, Wolfgang Lehrach, Joseph Ortiz, Antoine Dedieu, Miguel Lazaro-Gredilla, Kevin Murphy
- Venue
- arXiv
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- Date
- Title
- Learned feature representations are biased by complexity, learning order, position, and more
- Authors
- Andrew Lampinen, Stephanie Chan, Katherine Hermann
- Venue
- Transactions on Machine Learning Research (TMLR)
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- Date
- Title
- Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries
- Authors
- Kiran Vodrahalli, Santiago Ontanon, Nilesh Tripuraneni, Kelvin Xu, Sanil Jain, Rakesh Shivanna, Jeffrey Hui, Nishanth Dikkala, Mehran Kazemi, Bahar Fatemi, Rohan Anil, Ethan Dyer, Siamak Shakeri, Roopali Vij, Harsh Mehta, Vinay Ramasesh, Quoc Le, Ed Chi, Yifeng Lu, Orhan Firat, Angeliki Lazaridou, Jean-Baptiste Lespiau, Nithya Attaluri, Kate Olszewska
- Venue
- arXiv
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- Date
- Title
- The Vizier Gaussian Process Bandit Algorithm
- Authors
- Xingyou Song, Qiuyi Zhang, Chansoo Lee, Emily Fertig, Tzu-Kuo Huang, Lior Belenki, Greg Kochanski, Setareh Ariafar, Srinivas Vasudevan, Sagi Perel, Daniel Golovin
- Venue
- arXiv
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- Date
- Title
- Swim till you sink: Computing the limit of a game
- Authors
- Rashida Hakim, Jason Milionis, Christos Papadimitriou, Georgios Piliouras
- Venue
- arXiv
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- Date
- Title
- The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models
- Authors
- Noah Y. Siegel, Oana-Maria Camburu, Nicolas Heess, Maria Perez-Ortiz
- Venue
- ACL 2024
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- Date
- Title
- Achieving Human Level Competitive Robot Table Tennis
- Authors
- David B. D'Ambrosio, Saminda Abeyruwan, Laura Graesser, Atil Iscen, Heni Ben Amor, Alex Bewley, Barney J. Reed, Krista Reymann, Leila Takayama, Yuval Tassa, Krzysztof Choromanski, Erwin Coumans, Deepali Jain, Navdeep Jaitly, Natasha Jaques, Satoshi Kataoka, Yuheng Kuang, Nevena Lazic, Reza Mahjourian, Sherry Moore, Kenneth Oslund, Anish Shankar, Vikas Sindhwani, Vincent Vanhoucke, Grace Vesom, Peng Xu, and Pannag R. Sanketi
- Venue
- arXiv
-
- Date
- Title
- Pre-trained Gaussian processes for Bayesian optimization
- Authors
- Zi Wang, George E. Dahl, Kevin Swersky, Chansoo Lee, Zachary Nado, Justin Gilmer, Jasper Snoek, Zoubin Ghahramani
- Venue
- JMLR
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- Date
- Title
- Mixture of Nested Experts: Adaptive Processing of Visual Tokens
- Authors
- Gagan Jain, Nidhi Hegde, Aditya Kusupati, Arsha Nagrani, Shyamal Buch, Prateek Jain, Anurag Arnab, Sujoy Paul
- Venue
- arXiv
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- Date
- Title
- Levels of AGI for Operationalizing Progress on the Path to AGI
- Authors
- Meredith Ringel Morris, Jascha Sohl-dickstein, Noah Fiedel, Tris Warkentin, Allan Dafoe, Aleksandra Faust, Clement Farbaret, Shane Legg
- Venue
- ICML 2024
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- Date
- Title
- Neural Climate Data Compression
- Authors
- Piotr Mirowski, David Warde-Farley, Mihaela Rosca , Matthew Koichi Grimes , Yana Hasson, Hyunjik Kim, Mélanie Rey, Simon Osindero, Suman Ravuri and Shakir Mohamed
- Venue
- arXiv
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- Date
- Title
- Language models, like humans, show content effects on reasoning tasks
- Authors
- Andrew K Lampinen*, Ishita Dasgupta*, Stephanie C Y Chan, Hannah R Sheahan, Antonia Creswell, Dharshan Kumaran, James L McClelland, Felix Hill (*equal contribution)
- Venue
- PNAS Nexus
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- Date
- Title
- Bayes' Rays: uncertainty quantification for neural radiance fields
- Authors
- Lily Goli, Cody Reading, Silvia Sellan, Alec Jacobson, Andrea Tagliasacchi
- Venue
- CVPR 2024
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- Date
- Title
- Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
- Authors
- AJ Piergiovanni, Isaac Noble, Dahun Kim, Michael S. Ryoo, Victor Gomes, Anelia Angelova
- Venue
- CVPR 2024
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- Date
- Title
- Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
- Authors
- Daniel Rebain, Soroosh Yazdani, Kwang Moo Yi, Andrea Tagliasacchi
- Venue
- CVPR 2024
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- Date
- Title
- Don't trust your eyes: on the (un)reliability of feature visualizations
- Authors
- Robert Geirhos, Roland S. Zimmermann*, Blair Bilodeau*, Wieland Brendel*, Been Kim
- Venue
- ICML 2024